ArticleJournal of translational medicine2016
China suboptimal health cohort study: rationale, design and baseline characteristics.
Article in Journal of translational medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers.
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Who cites it
59 citing papers in PubMed, 112 citations in OpenAlex.
- Effects of mind-body exercise on body constitution and circadian rhythm in people with suboptimal health status.Journal of the Chinese Medical Association : JCMA · 2024Trial
- Multi-modal AI-enabled steatotic liver disease diagnostics using facial images and metabolomics.Cell reports. Medicine · 2026Article
- The suboptimal health status questionnaire: Turkish validity and reliability study.Frontiers in public health · 2026Article
- Visit-to-visit body mass index variability in relation to longitudinal cognitive changes in Chinese adults: a retrospective cohort study.BMC public health · 2025Article
- Artificial intelligence-derived retinal age gap as a marker for reproductive aging in women.NPJ digital medicine · 2025Article
- Analysis of sub-health status and related factors in medical students in the Chinese Mainland from the perspective of health ecology.BMC public health · 2025Article
- Longitudinal association of metabolic dysfunction-associated fatty liver disease, serum metabolites, with cognitive function trajectories.npj metabolic health and disease · 2025Article
- Unhealthy diet and lifestyle factors linked to female androgenetic alopecia: a community-based study from Jidong study, China.BMC public health · 2025Article
- "Am I in 'Suboptimal Health'?": The Narratives and Rhetoric in Carving out the Grey Area Between Health and Illness in Everyday Life.Sociology of health & illness · 2025Article
- Suboptimal health among Chinese middle school students may be associated with psychological symptoms and sleep duration: a cross-sectional survey in China.BMC public health · 2024Article
- The caregiving role influences Suboptimal Health Status and psychological symptoms in unpaid carers.The EPMA journal · 2024Article
- Social determinants of health and their relation to suboptimal health status in the context of 3PM: a latent profile analysis.The EPMA journal · 2024Article
- The effect of family health on suboptimal health status: The parallel mediation role of sleep quality and health behaviour.Journal of global health · 2024Article
- Article
- Assessing suboptimal health status in the Saudi population: Translation and validation of the SHSQ-25 questionnaire.Journal of global health · 2024Article
- Accurate estimation of biological age and its application in disease prediction using a multimodal image Transformer system.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Validity and reliability of the Persian version of the Suboptimal Health Status Questionnaire among university staff in Iran.Journal of global health · 2023Article
- Development and validation of a short-form suboptimal health status questionnaire.The EPMA journal · 2023Article
- Association of IgG N-glycomics with prevalent and incident type 2 diabetes mellitus from the paradigm of predictive, preventive, and personalized medicine standpoint.The EPMA journal · 2023Article
- Psychometric Properties of Suboptimal Health Status Instruments: A Systematic Review.Journal of personalized medicine · 2023Review
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Authors and funding
15 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSuboptimal health status (SHS) is a physical state between health and disease, characterized by the perception of health complaints, general weakness, chronic fatigue and low energy levels. SHS is proposed by the ancient concept of traditional Chinese medicine (TCM) from the perspective of preservative, predictive and personalized (precision) medicine. We previously created the suboptimal health status questionnaire 25 (SHSQ-25), a novel instrument to measure SHS, validated in various populations. SHSQ-25 thus affords a window of opportunity for early detection and intervention, contributing to the reduction of chronic disease burdens. METHODS/
designTo investigate the causative effect of SHS in non-communicable chronic diseases (NCD), we initiated the China suboptimal health cohort study (COACS), a longitudinal study starting from 2013. Phase I of the study involved a cross-sectional survey aimed at identifying the risk/protective factors associated with SHS; and Phase II: a longitudinal yearly follow-up study investigating how SHS contributes to the incidence and pattern of NCD.
results(1) Cross-sectional survey: in total, 4313 participants (53.8 % women) aged from 18 to 65 years were included in the cohort. The prevalence of SHS was 9.0 % using SHS score of 35 as threshold. Women showed a significantly higher prevalence of SHS (10.6 % in the female vs. 7.2 % in the male, P < 0.001). Risk factors for chronic diseases such as socioeconomic status, marital status, highest education completed, physical activity, salt intake, blood pressure and triglycerides differed significantly between subjects of SHS (SHS score ≥35) and those of ideal health (SHS score <35). (2) Follow up: the primary and secondary outcomes will be monitored from 2015 to 2024.
conclusionsThe sex-specific difference in prevalence of SHS might partly explain the gender difference of incidence of certain chronic diseases. The COACS will enable a thorough characterization of SHS and establish a cohort that will be used for longitudinal analyses of the interaction between the genetic, lifestyle and environmental factors that contribute to the onset and etiology of targeted chronic diseases. The study together with the designed prospective cohort provides a chance to characterize and evaluate the effect of SHS systemically, and it thus generates an unprecedented opportunity for the early detection and prevention of chronic disease.
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